Differentially Private Bayesian Neural Networks on Accuracy, Privacy and Reliability

Qiyiwen Zhang, Zhiqi Bu, Kan Chen +1

Bayesian neural network (BNN) allows for uncertainty quantification in prediction, offering an advantage over regular neural networks that has not been explored in the differential…